Luca Zanatta

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Spiking Neural Networks

Biologically Plausible

Top Venues

MetroInd4.0&IoT

Publications

Luca Benfenati, Daniele Jahier Pagliari, Luca Zanatta, Yhorman Alexander Bedoya Velez, Andrea Acquaviva, Massimo Poncino, Enrico Macii, Luca Benini, Alessio Burrello
Foundation Models for Structural Health Monitoring. CoRR (2024)
Simone Manoni, Paul Scheffler, Alfio Di Mauro, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini
NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores. CF (Companion) (2024)
Udayanga K. N. G. W. Gamage, Luca Zanatta, Matteo Fumagalli, Cesar Cadena, Silvia Tolu
Event-Based Classification of Defects in Civil Infrastructures with Artificial and Spiking Neural Networks. IWANN (2) (2023)
Luca Zanatta, Alfio Di Mauro, Francesco Barchi, Andrea Bartolini, Luca Benini, Andrea Acquaviva
Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator. Neurocomputing 562 (2023)
Luca Zanatta, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance. CF (2022)
Luca Zanatta, Francesco Barchi, Alessio Burrello, Andrea Bartolini, Davide Brunelli, Andrea Acquaviva
Damage Detection in Structural Health Monitoring with Spiking Neural Networks. MetroInd4.0&IoT (2021)
Francesco Barchi, Luca Zanatta, Emanuele Parisi, Alessio Burrello, Davide Brunelli, Andrea Bartolini, Andrea Acquaviva
Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring. Future Internet 13 (8) (2021)